{"id":"W4391263431","doi":"10.1001/jamanetworkopen.2023.53426","title":"Duration of Untreated Prodromal Psychosis and Cognitive Impairments","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Psychosis; Percentile; Prodrome; Cognition; Cohort; Medicine; Neuropsychology; Psychiatry; Neurocognitive; Proportional hazards model; Effects of sleep deprivation on cognitive performance; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007993634,0.0002469342,0.0002282321,0.0006990606,0.0004025769,0.0004926224,0.0004443666,0.0002954595,0.001911121],"category_scores_gemma":[0.003120133,0.0001662923,0.0003444719,0.0007842986,0.0004167231,0.0004558585,0.0006312889,0.0004293955,0.0001429125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004237995,"about_ca_system_score_gemma":0.0006193621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008655193,"about_ca_topic_score_gemma":0.01477644,"domain_scores_codex":[0.999574,0.0001004323,0.00005463784,0.00009323683,0.00008385975,0.00009370749],"domain_scores_gemma":[0.9974821,0.0003579285,0.00155826,0.0001251846,0.0001108858,0.0003655505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005875141,0.000008374778,0.9988894,0.000007535493,0.00002533611,0.00005552327,0.00005056783,0.00002517995,0.00005081559,0.00001470505,0.00002325533,0.0007905226],"study_design_scores_gemma":[0.00000130963,0.00002164156,0.9995607,0.000005181284,0.00000963926,0.0001531874,0.00006878958,0.00007595833,0.00001963489,0.00002690029,0.00005554231,0.000001547503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998475,0.0003758177,0.0001124438,0.00007067678,0.000004527519,0.000005766824,0.0005379842,0.000003428323,0.0004143429],"genre_scores_gemma":[0.9995462,0.00006322307,0.00004853864,0.00001096654,0.000005599675,0.000003581096,0.0002213763,8.661873e-7,0.00009961297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008655193,"threshold_uncertainty_score":0.01720965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337261160937218,"score_gpt":0.3432409431239972,"score_spread":0.319868331514625,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}